A Perceptual Distortion Metric for Digital Color Images. - Stefan Winkler 001 (ICIP (3), 1998)

Perceptual distortion metric for digital color video. - Stefan Winkler 001 (Human Vision and Electronic Imaging, 1999)

Computing Isotropic Local Contrast from Oriented Pyramid Decompositions. - Stefan Winkler 001; Pierre Vandergheynst (ICIP (4), 1999)

Visual quality assessment using a contrast gain control model. - Stefan Winkler 001 (MMSP, 1999)

Issues in vision modeling for perceptual video quality assessment. - Stefan Winkler 001 (Signal Process., 1999)

Quality metric design: a closer look. - Stefan Winkler 001 (Human Vision and Electronic Imaging, 2000)

Video Quality Experts Group: current results and future directions. - Ann M. Rohaly; Philip J. Corriveau; John M. Libert; Arthur A. Webster; Vittorio Baroncini; John G. Beerends; Jean-Louis Blin; Laura Contin; Takahiro Hamada; David Harrison; Andries P. Hekstra; Jeffrey Lubin; et al. (VCIP, 2000)

Visual fidelity and perceived quality: toward comprehensive metrics. - Stefan Winkler 001 (Human Vision and Electronic Imaging, 2001)

A no-reference perceptual blur metric. - Pina Marziliano; Frédéric Dufaux; Stefan Winkler 001; Touradj Ebrahimi (ICIP (3), 2002)

Perceptual Quality Assesment for Video Watermarking. - Stefan Winkler 001; Elisa Drelie Gelasca; Touradj Ebrahimi (ITCC, 2002)

Vision-model-based impairment metric to evaluate blocking artifacts in digital video. - Zhenghua Yu; Hong Ren Wu; Stefan Winkler 001; Tao Chen 044 (Proc. IEEE, 2002)

A vision-based masking model for spread-spectrum image watermarking. - Martin Kutter; Stefan Winkler 001 (IEEE Trans. Image Process., 2002)

Video quality evaluation for Internet streaming applications. - Stefan Winkler 001; Ruth Campos (Human Vision and Electronic Imaging, 2003)

Video quality evaluation for mobile streaming applications. - Stefan Winkler 001; Frédéric Dufaux (VCIP, 2003)

Visibility of noise in natural images. - Stefan Winkler 001; Sabine Süsstrunk (Human Vision and Electronic Imaging, 2004)

Segmentation-driven perceptual quality metrics. - Andrea Cavallaro; Stefan Winkler 001 (ICIP, 2004)

Perceptual blur and ringing metrics: application to JPEG2000. - Pina Marziliano; Frédéric Dufaux; Stefan Winkler 001; Touradj Ebrahimi (Signal Process. Image Commun., 2004)

Audiovisual quality evaluation of low-bitrate video. - Stefan Winkler 001; Christof Faller (Human Vision and Electronic Imaging, 2005)

Perceived Audiovisual Quality of Low-Bitrate Multimedia Content. - Stefan Winkler 001; Christof Faller (IEEE Trans. Multim., 2006)

A Tangible Game Interface Using Projector-Camera Systems. - Peng Song 006; Stefan Winkler 001; Jefry Tedjokusumo (HCI (2), 2007)

Intuitive Map Navigation on Mobile Devices. - Stefan Winkler 001; Karthik Rangaswamy; Steven Zhiying Zhou (HCI (6), 2007)

User Studies of a Multiplayer First Person Shooting Game with Tangible and Physical Interaction. - Steven Zhiying Zhou; Jefry Tedjokusumo; Stefan Winkler 001; Bingbing Ni (HCI (14), 2007)

Articulated Object Registration Using Simulated Physical Force/Moment for 3D Human Motion Tracking. - Bingbing Ni; Stefan Winkler 001; Ashraf A. Kassim (Workshop on Human Motion, 2007)

Vision-Based Projected Tabletop Interface for Finger Interactions. - Peng Song 006; Stefan Winkler 001; Syed Omer Gilani; Steven Zhiying Zhou (ICCV-HCI, 2007)

Intuitive application-specific user interfaces for mobile devices. - Stefan Winkler 001; Karthik Rangaswamy; Jefry Tedjokusumo; Steven Zhiying Zhou (Mobility Conference, 2007)

An efficient stochastic framework for 3D human motion tracking. - Bingbing Ni; Stefan Winkler 001; Ashraf A. Kassim (Three-Dimensional Image Capture and Applications, 2008)

Motion saliency outweighs other low-level features while watching videos. - Dwarikanath Mahapatra; Stefan Winkler 001; Shih-Cheng Yen (Human Vision and Electronic Imaging, 2008)

Vision-based 3D finger interactions for mixed reality games with physics simulation. - Peng Song 006; Hang Yu; Stefan Winkler 001 (VRCAI, 2008)

The Evolution of Video Quality Measurement: From PSNR to Hybrid Metrics. - Stefan Winkler 001; Praveen Mohandas (IEEE Trans. Broadcast., 2008)

A Hybrid Framework for 3-D Human Motion Tracking. - Bingbing Ni; Ashraf A. Kassim; Stefan Winkler 001 (IEEE Trans. Circuits Syst. Video Technol., 2008)

Vision-based 3D Finger Interactions for Mixed Reality Games with Physics Simulation. - Peng Song 001; Hang Yu; Stefan Winkler 001 (Int. J. Virtual Real., 2009)

Special issue on Image and Video Quality Assessment. - Stefan Winkler 001; Frédéric Dufaux; Dominique Barba; Vittorio Baroncini (Signal Process. Image Commun., 2010)

Perceptual Quality Measurement - Towards a More Efficient Process for Validating Objective Models [Standards in a Nutshell]. - Robert C. Streijl; Stefan Winkler 001; David S. Hands (IEEE Signal Process. Mag., 2010)

Immersive Multiplayer Games With Tangible and Physical Interaction. - Jefry Tedjokusumo; Steven Zhiying Zhou; Stefan Winkler 001 (IEEE Trans. Syst. Man Cybern. Part A, 2010)

Stereoscopic image quality compendium. - Stefan Winkler 001; Dongbo Min (ICICS, 2011)

Effects of Rain Attenuation on Satellite Video Transmission. - Yee Hui Lee; Stefan Winkler 001 (VTC Spring, 2011)

Multimedia Quality Assessment [DSP Forum]. - Fatih Porikli; Al Bovik; Chris Plack; Ghassan Alregib; Joyce E. Farrell; Patrick Le Callet; Quan Huynh-Thu; Sebastian Möller 001; Stefan Winkler 001 (IEEE Signal Process. Mag., 2011)

Brush-and-drag: a multi-touch interface for photo triaging. - Seon Joo Kim; Hongwei Ng; Stefan Winkler 001; Peng Song 001; Chi-Wing Fu (Mobile HCI (Companion), 2012)

System for creating slideshows based on people and their emotions. - Vassilios Vonikakis; Stefan Winkler 001 (ACM Multimedia, 2012)

Emotion-based sequence of family photos. - Vassilios Vonikakis; Stefan Winkler 001 (ACM Multimedia, 2012)

Analysis of Public Image and Video Databases for Quality Assessment. - Stefan Winkler 001 (IEEE J. Sel. Top. Signal Process., 2012)

Mirror Match: Reliable Feature Point Matching without Geometric Constraints. - Jonas Toft Arnfred; Stefan Winkler 001; Sabine Süsstrunk (ACPR, 2013)

Impact of image appeal on visual attention during photo triaging. - Syed Omer Gilani; Subramanian Ramanathan; Huang Hua; Stefan Winkler 001; Shih-Cheng Yen (ICIP, 2013)

How do users make a people-centric slideshow? - Vassilios Vonikakis; Ramanathan Subramanian; Stefan Winkler 001 (CrowdMM@ACM Multimedia, 2013)

California-ND: An annotated dataset for near-duplicate detection in personal photo collections. - Amornched Jinda-Apiraksa; Vassilios Vonikakis; Stefan Winkler 001 (QoMEX, 2013)

Welcome message from the QoMEX 2013 chairs. - Christian Timmerer; Patrick Le Callet; Martín Varela 001; Stefan Winkler 001; Tiago H. Falk; Raimund Schatz (QoMEX, 2013)

Overview of Eye tracking Datasets. - Stefan Winkler 001; Subramanian Ramanathan (QoMEX, 2013)

Image complexity and spatial information. - Honghai Yu; Stefan Winkler 001 (QoMEX, 2013)

Stereo/multiview picture quality: Overview and recent advances. - Stefan Winkler 001; Dongbo Min (Signal Process. Image Commun., 2013)

What impacts skin color in digital photos? - Albrecht J. Lindner; Stefan Winkler 001 (Color Imaging: Displaying, Processing, Hardcopy, and Applications, 2014)

Recovering badly exposed objects from digital photos using internet images. - Florian M. Savoy; Vassilios Vonikakis; Stefan Winkler 001; Sabine Süsstrunk (Digital Photography, 2014)

X-Eye: A reference format for eye tracking data to facilitate analyses across databases. - Stefan Winkler 001; Florian M. Savoy; Ramanathan Subramanian (Human Vision and Electronic Imaging, 2014)

Systematic study of color spaces and components for the segmentation of sky/cloud images. - Soumyabrata Dev; Yee Hui Lee; Stefan Winkler 001 (ICIP, 2014)

A data-driven approach to cleaning large face datasets. - Hongwei Ng; Stefan Winkler 001 (ICIP, 2014)

Modeling Image Appeal Based on Crowd Preferences for Automated Person-Centric Collage Creation. - Vassilios Vonikakis; Ramanathan Subramanian; Jonas Toft Arnfred; Stefan Winkler 001 (CrowdMM, 2014)

Does inter-subject variability depend on test material? - Stefan Winkler 001 (QoMEX, 2014)

PhotoCluster - A Multi-clustering Technique for Near-duplicate Detection in Personal Photo Collections. - Vassilios Vonikakis; Amornched Jinda-Apiraksa; Stefan Winkler 001 (VISAPP (2), 2014)

Fast-match: Fast and robust feature matching on large images. - Jonas Toft Arnfred; Stefan Winkler 001 (ICIP, 2015)

Categorization of cloud image patches using an improved texton-based approach. - Soumyabrata Dev; Yee Hui Lee; Stefan Winkler 001 (ICIP, 2015)

Multi-level semantic labeling of Sky/cloud images. - Soumyabrata Dev; Yee Hui Lee; Stefan Winkler 001 (ICIP, 2015)

On the utility of canonical correlation analysis for domain adaptation in multi-view headpose estimation. - Anoop Kolar Rajagopal; Ramanathan Subramanian; Vassilios Vonikakis; K. R. Ramakrishnan; Stefan Winkler 001 (ICIP, 2015)

PET: An eye-tracking dataset for animal-centric Pascal object classes. - Syed Omer Gilani; Ramanathan Subramanian; Yan Yan 002; David Melcher; Nicu Sebe; Stefan Winkler 001 (ICME, 2015)

Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning. - Hongwei Ng; Viet Dung Nguyen; Vassilios Vonikakis; Stefan Winkler 001 (ICMI, 2015)

Implicit User-centric Personality Recognition Based on Physiological Responses to Emotional Videos. - Julia Wache; Ramanathan Subramanian; Mojtaba Khomami Abadi; Radu-Laurentiu Vieriu; Nicu Sebe; Stefan Winkler 001 (ICMI, 2015)

Design of low-cost, compact and weather-proof whole sky imagers for high-dynamic-range captures. - Soumyabrata Dev; Florian M. Savoy; Yee Hui Lee; Stefan Winkler 001 (IGARSS, 2015)

Cloud base height estimation using high-resolution whole sky imagers. - Florian M. Savoy; Joseph Chadi Lemaitre; Soumyabrata Dev; Yee Hui Lee; Stefan Winkler 001 (IGARSS, 2015)

Inferring Painting Style with Multi-Task Dictionary Learning. - Gaowen Liu; Yan Yan 002; Elisa Ricci 001; Yi Yang 001; Yahong Han; Stefan Winkler 001; Nicu Sebe (IJCAI, 2015)

Jointly Estimating Interactions and Head, Body Pose of Interactors from Distant Social Scenes. - Ramanathan Subramanian; Jagannadan Varadarajan; Elisa Ricci 001; Oswald Lanz; Stefan Winkler 001 (ACM Multimedia, 2015)

QoS provisioning by power control for video communication via satellite links. - Ting Ma 003; Yee Hui Lee; Stefan Winkler 001; Maode Ma (Int. J. Satell. Commun. Netw., 2015)

Sparse Code Filtering for Action Pattern Mining. - Wei Wang 108; Yan Yan 002; Liqiang Nie; Luming Zhang; Stefan Winkler 001; Nicu Sebe (ACCV (2), 2016)

A center-surround framework for spatial image processing. - Vassilios Vonikakis; Stefan Winkler 001 (Retinex at 50, 2016)

Shaping datasets: Optimal data selection for specific target distributions across dimensions. - Vassilios Vonikakis; Ramanathan Subramanian; Stefan Winkler 001 (ICIP, 2016)

COVERAGE - A novel database for copy-move forgery detection. - Bihan Wen; Ye Zhu; Ramanathan Subramanian; Tian-Tsong Ng; Xuanjing Shen; Stefan Winkler 001 (ICIP, 2016)

Group happiness assessment using geometric features and dataset balancing. - Vassilios Vonikakis; Yasin Yazici; Viet Dung Nguyen; Stefan Winkler 001 (ICMI, 2016)

Estimation of solar irradiance using ground-based whole sky imagers. - Soumyabrata Dev; Florian M. Savoy; Yee Hui Lee; Stefan Winkler 001 (IGARSS, 2016)

Geo-referencing and stereo calibration of ground-based Whole Sky Imagers using the sun trajectory. - Florian M. Savoy; Soumyabrata Dev; Yee Hui Lee; Stefan Winkler 001 (IGARSS, 2016)

Detecting Rainfall Onset Using Sky Images. - Soumyabrata Dev; Shilpa Manandhar; Yee Hui Lee; Stefan Winkler 001 (CoRR, 2016)

Short-term prediction of localized cloud motion using ground-based sky imagers. - Soumyabrata Dev; Florian M. Savoy; Yee Hui Lee; Stefan Winkler 001 (CoRR, 2016)

WAHRSIS: A Low-cost, High-resolution Whole Sky Imager With Near-Infrared Capabilities. - Soumyabrata Dev; Florian M. Savoy; Yee Hui Lee; Stefan Winkler 001 (CoRR, 2016)

Machine Learning Techniques and Applications For Ground-based Image Analysis. - Soumyabrata Dev; Bihan Wen; Yee Hui Lee; Stefan Winkler 001 (CoRR, 2016)

Mean opinion score (MOS) revisited: methods and applications, limitations and alternatives. - Robert C. Streijl; Stefan Winkler 001; David S. Hands (Multim. Syst., 2016)

A general framework for image feature matching without geometric constraints. - Jonas Toft Arnfred; Stefan Winkler 001 (Pattern Recognit. Lett., 2016)

Category Specific Dictionary Learning for Attribute Specific Feature Selection. - Wei Wang 108; Yan Yan 002; Stefan Winkler 001; Nicu Sebe (IEEE Trans. Image Process., 2016)

BAFT: Binary affine feature transform. - Jonas Toft Arnfred; Viet Dung Nguyen; Stefan Winkler 001 (ICIP, 2017)

Nighttime sky/cloud image segmentation. - Soumyabrata Dev; Florian M. Savoy; Yee Hui Lee; Stefan Winkler 001 (ICIP, 2017)

Stereoscopic cloud base reconstruction using high-resolution whole sky imagers. - Florian M. Savoy; Soumyabrata Dev; Yee Hui Lee; Stefan Winkler 001 (ICIP, 2017)

Cloud Radiative Effect Study Using Sky Camera. - Soumyabrata Dev; Shilpa Manandhar; Feng Yuan; Yee Hui Lee; Stefan Winkler 001 (CoRR, 2017)

Study of Clear Sky Models for Singapore. - Soumyabrata Dev; Shilpa Manandhar; Yee Hui Lee; Stefan Winkler 001 (CoRR, 2017)

Introduction to the Special Issue on Measuring Quality of Experience for Advanced Media Technologies and Services. - Stefan Winkler 001; Chang Wen Chen; Alexander Raake; Peter Schelkens; Lea Skorin-Kapov (IEEE J. Sel. Top. Signal Process., 2017)

Rough-Set-Based Color Channel Selection. - Soumyabrata Dev; Florian M. Savoy; Yee Hui Lee; Stefan Winkler 001 (IEEE Geosci. Remote. Sens. Lett., 2017)

Color-Based Segmentation of Sky/Cloud Images From Ground-Based Cameras. - Soumyabrata Dev; Yee Hui Lee; Stefan Winkler 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

A Probabilistic Approach to People-Centric Photo Selection and Sequencing. - Vassilios Vonikakis; Ramanathan Subramanian; Jonas Toft Arnfred; Stefan Winkler 001 (IEEE Trans. Multim., 2017)

Autoregressive Generative Adversarial Networks. - Yasin Yazici; Kim-Hui Yap; Stefan Winkler 001 (ICLR (Workshop), 2018)

EEG-based Evaluation of Cognitive Workload Induced by Acoustic Parameters for Data Sonification. - Maneesh Bilalpur; Mohan S. Kankanhalli; Stefan Winkler 001; Ramanathan Subramanian (ICMI, 2018)

Investigating the generalizability of EEG-based cognitive load estimation across visualizations. - Viral Parekh; Maneesh Bilalpur; C. V. Jawahar; Sharavan Kumar; Stefan Winkler 001; Ramanathan Subramanian (ICMI (adjunct), 2018)

Systematic Study of Weather Variables for Rainfall Detection. - Shilpa Manandhar; Soumyabrata Dev; Yee Hui Lee; Stefan Winkler 001; Yu Song Meng (IGARSS, 2018)

A Data-Driven Approach to Detect Precipitation from Meteorological Sensor Data. - Shilpa Manandhar; Soumyabrata Dev; Yee Hui Lee; Yu Song Meng; Stefan Winkler 001 (IGARSS, 2018)

Give Me One Portrait Image, I Will Tell You Your Emotion and Personality. - Songyou Peng; Le Zhang 001; Stefan Winkler 001; Marianne Winslett (ACM Multimedia, 2018)

High-Dynamic-Range Imaging for Cloud Segmentation. - Soumyabrata Dev; Florian M. Savoy; Yee Hui Lee; Stefan Winkler 001 (CoRR, 2018)

A Deep Network for Arousal-Valence Emotion Prediction with Acoustic-Visual Cues. - Songyou Peng; Le Zhang 001; Yutong Ban; Meng Fang; Stefan Winkler 001 (CoRR, 2018)

ASCERTAIN: Emotion and Personality Recognition Using Commercial Sensors. - Ramanathan Subramanian; Julia Wache; Mojtaba Khomami Abadi; Radu L. Vieriu; Stefan Winkler 001; Nicu Sebe (IEEE Trans. Affect. Comput., 2018)

The Unusual Effectiveness of Averaging in GAN Training. - Yasin Yazici; Chuan-Sheng Foo; Stefan Winkler 001; Kim-Hui Yap; Georgios Piliouras; Vijay Chandrasekhar 001 (ICLR (Poster), 2019)

Venn GAN: Discovering Commonalities and Particularities of Multiple Distributions. - Yasin Yazici; Bruno Lecouat; Chuan-Sheng Foo; Stefan Winkler 001; Kim-Hui Yap; Georgios Piliouras; Vijay Chandrasekhar 001 (CoRR, 2019)

Multi-label Cloud Segmentation Using a Deep Network. - Soumyabrata Dev; Shilpa Manandhar; Yee Hui Lee; Stefan Winkler 001 (CoRR, 2019)

Estimating Solar Irradiance Using Sky Imagers. - Soumyabrata Dev; Florian M. Savoy; Yee Hui Lee; Stefan Winkler 001 (CoRR, 2019)

Subjective Quality Assessment of Ground-based Camera Images. - Lucie Lévêque; Soumyabrata Dev; Murhaf Hossari; Yee Hui Lee; Stefan Winkler 001 (CoRR, 2019)

CloudSegNet: A Deep Network for Nychthemeron Cloud Image Segmentation. - Soumyabrata Dev; Atul Nautiyal; Yee Hui Lee; Stefan Winkler 001 (IEEE Geosci. Remote. Sens. Lett., 2019)

A Data-Driven Approach for Accurate Rainfall Prediction. - Shilpa Manandhar; Soumyabrata Dev; Yee Hui Lee; Yu Song Meng; Stefan Winkler 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

Identity-Invariant Facial Landmark Frontalization For Facial Expression Analysis. - Vassilios Vonikakis; Stefan Winkler 001 (ICIP, 2020)

Empirical Analysis Of Overfitting And Mode Drop In Gan Training. - Yasin Yazici; Chuan-Sheng Foo; Stefan Winkler 001; Kim-Hui Yap; Vijay Chandrasekhar 001 (ICIP, 2020)

HelipadCat: Categorised Helipad Image Dataset and Detection Method. - Jonas Bitoun; Stefan Winkler 001 (TENCON, 2020)

Morphset: Augmenting Categorical Emotion Datasets With Dimensional Affect Labels Using Face Morphing. - Vassilios Vonikakis; Yuan Rong Dexter Neo; Stefan Winkler 001 (ICIP, 2021)

ADGD'21: 1st Workshop on Synthetic Multimedia - Audiovisual Deepfake Generation and Detection. - Stefan Winkler 001; Weiling Chen; Abhinav Dhall; Pavel Korshunov (ACM Multimedia, 2021)

Efficient Facial Expression Analysis For Dimensional Affect Recognition Using Geometric Features. - Vassilios Vonikakis; Stefan Winkler 001 (CoRR, 2021)

Detecting Blurred Ground-based Sky/Cloud Images. - Mayank Jain; Navya Jain; Yee Hui Lee; Stefan Winkler 001; Soumyabrata Dev (CoRR, 2021)

Trusted Media Challenge Dataset and User Study. - Weiling Chen; Sheng Lun Benjamin Chua; Stefan Winkler 001; See-Kiong Ng (CIKM, 2022)

Image Data Augmentation with Unpaired Image-to-Image Camera Model Translation. - Chi Fa Foo; Stefan Winkler 001 (ICIP, 2022)

Mixed Membership Generative Adversarial Networks. - Yasin Yazici; Bruno Lecouat; Kim-Hui Yap; Stefan Winkler 001; Georgios Piliouras; Vijay Chandrasekhar 001; Chuan-Sheng Foo (ICIP, 2022)

AI Singapore Trusted Media Challenge Dataset. - Weiling Chen; Benjamin Chua; Stefan Winkler 001 (CoRR, 2022)

Generating near-infrared facial expression datasets with dimensional affect labels. - Calvin Chen; Stefan Winkler 001 (CoRR, 2022)

Recognition of Advertisement Emotions With Application to Computational Advertising. - Abhinav Shukla; Shruti Shriya Gullapuram; Harish Katti; Mohan S. Kankanhalli; Stefan Winkler 001; Ramanathan Subramanian (IEEE Trans. Affect. Comput., 2022)

PersEmoN: A Deep Network for Joint Analysis of Apparent Personality, Emotion and Their Relationship. - Le Zhang 001; Songyou Peng; Stefan Winkler 001 (IEEE Trans. Affect. Comput., 2022)

Singapore Whole sky Nighttime Image SEGmentation Database. - Soumyabrata Dev; Florian M. Savoy; Yee Hui Lee; Stefan Winkler 001 (IEEE DataPort, 2022)

A Two-Stage Decoder for Efficient ICD Coding. - Thanh-Tung Nguyen; Viktor Schlegel; Abhinav Ramesh Kashyap; Stefan Winkler 001 (ACL (Findings), 2023)

Team: PULSAR at ProbSum 2023: PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models. - Hao Li 074; Yuping Wu 001; Viktor Schlegel; Riza Batista-Navarro; Thanh-Tung Nguyen; Abhinav Ramesh Kashyap; Xiao-Jun Zeng; Daniel Beck; Stefan Winkler 001; Goran Nenadic (BioNLP@ACL, 2023)

PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records. - Viktor Schlegel; Hao Li 074; Yuping Wu 001; Anand Subramanian 004; Thanh-Tung Nguyen; Abhinav Ramesh Kashyap; Daniel Beck; Xiao-Jun Zeng; Riza Theresa Batista-Navarro; Stefan Winkler 001; Goran Nenadic (CLEF (Working Notes), 2023)

Large-Scale Facial Expression Recognition Using Dual-Domain Affect Fusion for Noisy Labels. - Dexter Neo; Tsuhan Chen; Stefan Winkler 001 (CVPR Workshops, 2023)

Transfer Learning for Cloud Image Classification. - Mayank Jain; Navya Jain; Yee Hui Lee; Stefan Winkler 001; Soumyabrata Dev (IGARSS, 2023)

Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification. - Thanh-Tung Nguyen; Viktor Schlegel; Abhinav Ramesh Kashyap; Stefan Winkler 001; Shao-Syuan Huang; Jie-Jyun Liu; Chih-Jen Lin (CoRR, 2023)

Beyond Words: A Comprehensive Survey of Sentence Representations. - Abhinav Ramesh Kashyap; Thanh-Tung Nguyen; Viktor Schlegel; Stefan Winkler 001; See-Kiong Ng; Soujanya Poria (CoRR, 2023)

PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models. - Hao Li 074; Yuping Wu 001; Viktor Schlegel; Riza Batista-Navarro; Thanh-Tung Nguyen; Abhinav Ramesh Kashyap; Xiao-Jun Zeng; Daniel Beck; Stefan Winkler 001; Goran Nenadic (CoRR, 2023)

Automated Clinical Coding for Outpatient Departments. - Viktor Schlegel; Abhinav Ramesh Kashyap; Thanh-Tung Nguyen; Tsung-Han Yang; Vijay Prakash Dwivedi; Wei-Hsian Yin; Jeng Wei; Stefan Winkler 001 (CoRR, 2023)

MaxEnt Loss: Constrained Maximum Entropy for Calibration under Out-of-Distribution Shift. - Dexter Neo; Stefan Winkler 001; Tsuhan Chen (AAAI, 2024)

M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering. - Anand Subramanian 004; Viktor Schlegel; Abhinav Ramesh Kashyap; Thanh-Tung Nguyen; Vijay Prakash Dwivedi; Stefan Winkler 001 (ACL (Findings), 2024)

A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the CHATGPT Era and Beyond. - Abhinav Ramesh Kashyap; Thanh-Tung Nguyen; Viktor Schlegel; Stefan Winkler 001; See-Kiong Ng; Soujanya Poria (EACL (1), 2024)

Seemingly Plausible Distractors in Multi-Hop Reasoning: Are Large Language Models Attentive Readers? - Neeladri Bhuiya; Viktor Schlegel; Stefan Winkler 001 (EMNLP, 2024)

Efficient Training of Self-Supervised Speech Foundation Models on a Compute Budget. - Andy T. Liu; Yi-Cheng Lin; Haibin Wu; Stefan Winkler 001; Hung-Yi Lee (SLT, 2024)

LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction. - Aishik Nagar; Viktor Schlegel; Thanh-Tung Nguyen; Hao Li 074; Yuping Wu 001; Kuluhan Binici; Stefan Winkler 001 (CoRR, 2024)

MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues. - Kuluhan Binici; Abhinav Ramesh Kashyap; Viktor Schlegel; Andy T. Liu; Vijay Prakash Dwivedi; Thanh-Tung Nguyen; Xiaoxue Gao; Nancy F. Chen; Stefan Winkler 001 (AAAI, 2025)

Representation Learning of Structured Data for Medical Foundation Models. - Vijay Prakash Dwivedi; Viktor Schlegel; Andy T. Liu; Thanh-Tung Nguyen; Abhinav Ramesh Kashyap; Jeng Wei; Wei-Hsian Yin; Stefan Winkler 001; Robby T. Tan (UniReps, 2025)